Anomaly Detection of Network Traffic Based on Wavelet Packet

@article{Gao2006AnomalyDO,
  title={Anomaly Detection of Network Traffic Based on Wavelet Packet},
  author={Jun Gao and Guangmin Hu and Xingmiao Yao and R.K.C. Chang},
  journal={2006 Asia-Pacific Conference on Communications},
  year={2006},
  pages={1-5}
}
The rapid and accurate detection of network traffic anomaly is one of the preconditions to guarantee the effective work of the network. Aiming at the deficiency of present methods of network traffic anomaly detection, we propose a scale-adaptive method based on wavelet packet. By means of wavelet packet decomposition, our method can adjust the decomposition process adaptively, has the same detective ability to the anomaly of various frequency, especially the middle and high frequency ones which… CONTINUE READING

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